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Exploring Influencing Factors at Student and Teacher/School Levels on Science Self-Efficacy Using Machine Learning and Multilevel Latent Profile Analysis
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JiYoon Kim; Sojin Yoon; Sehee Hong – SAGE Open, 2024
The main purpose of this study was to explore major factors at student and teacher/school levels affecting middle-school students' science self-efficacy among countries with high science academic performance levels in PISA 2015 data by using various regression algorithms of machine learning and multilevel latent profile analysis (MLPA). Out of…
Descriptors: Influences, Science Education, Self Efficacy, Middle School Students
Cross-National Variations in Student Employment and Academic Performance: The Roles of National Context and International Law
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Byun, Soo-yong; Henck, Adrienne; Post, David – Comparative Education Review, 2014
Most existing research indicates that working students perform more poorly than do full-time students on standardized achievement tests. However, we know there are wide international variations in this gap. This article shows that national and international contexts help to explain the gap in the academic performance between working and nonworking…
Descriptors: Student Employment, Academic Achievement, Middle School Students, Grade 8
Cultural Universality and Specificity of Student Engagement in School: The Results of an International Study from 12 Countries
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Lam, Shui-fong; Jimerson, Shane; Shin, Hyeonsook; Cefai, Carmel; Veiga, Feliciano H.; Hatzichristou, Chryse; Polychroni, Fotini; Kikas, Eve; Wong, Bernard P. H.; Stanculescu, Elena; Basnett, Julie; Duck, Robert; Farrell, Peter; Liu, Yi; Negovan, Valeria; Nelson, Brett; Yang, Hongfei; Zollneritsch, Josef – British Journal of Educational Psychology, 2016
Background: A comprehensive understanding of the contextual factors that are linked to student engagement requires research that includes cross-cultural perspectives. Aims: This study investigated how student engagement in school is associated with grade, gender, and contextual factors across 12 countries. It also investigated whether these…
Descriptors: Foreign Countries, Comparative Education, Learner Engagement, Cross Cultural Studies
Understanding and Measuring Student Engagement in School: The Results of an International Study from 12 Countries
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Lam, Shui-fong; Jimerson, Shane; Wong, Bernard P. H.; Kikas, Eve; Shin, Hyeonsook; Veiga, Feliciano H.; Hatzichristou, Chryse; Polychroni, Fotini; Cefai, Carmel; Negovan, Valeria; Stanculescu, Elena; Yang, Hongfei; Liu, Yi; Basnett, Julie; Duck, Robert; Farrell, Peter; Nelson, Brett; Zollneritsch, Josef – School Psychology Quarterly, 2014
The objective of the present study was to develop a scale that is appropriate for use internationally to measure affective, behavioral, and cognitive dimensions of student engagement. Psychometric properties of this scale were examined with data of 3,420 students (7th, 8th, and 9th grade) from 12 countries (Austria, Canada, China, Cyprus, Estonia,…
Descriptors: Comparative Education, Foreign Countries, Learner Engagement, Psychometrics
Proceedings of the International Association for Development of the Information Society (IADIS) International Conference on Cognition and Exploratory Learning in Digital Age (CELDA) (Madrid, Spain, October 19-21, 2012)
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International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers